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Author

Jan Lellmann

Observed names: J. Lellmann, JAN LELLMANN, Lellmann, J., Lellmann, Jan
Observed institutions: Karlsruhe Institute of Technology, Heidelberg University, University of Cambridge, Cambridge University Press, Fraunhofer Institute for Digital Medicine, University of Lübeck
ORCID: 0000-0002-5243-0331
Observed ORCID: 0000-0002-5243-0331
OpenAlex ID: A5027503123
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems
2013 · Jorg H. Kappes, Bjoern Andres, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 203
A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems
2015 · Jörg H. Kappes, Bjoern Andres, et al. · International Journal of Computer Vision · 183
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Convex Multi-class Image Labeling by Simplex-Constrained Total Variation
2009 · Jan Lellmann, Jörg Kappes, et al. · Lecture notes in computer science · 147
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Continuous Multiclass Labeling Approaches and Algorithms
2011 · J. Lellmann, C. Schnörr · SIAM Journal on Imaging Sciences · 126
Imaging with Kantorovich--Rubinstein Discrepancy
2014 · Jan Lellmann, Dirk A. Lorenz, et al. · SIAM Journal on Imaging Sciences · 107
Total Variation Regularization for Functions with Values in a Manifold
2013 · Jan Lellmann, Evgeny Strekalovskiy, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 81
MALDI‐Imaging for Classification of Epithelial Ovarian Cancer Histotypes from a Tissue Microarray Using Machine Learning Methods
2018 · Oliver Klein, Frederic Kanter, et al. · PROTEOMICS - CLINICAL APPLICATIONS · 69
Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA
2016 · Juheon Lee, Xiaohao Cai, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 67
Convex optimization for multi-class image labeling with a novel family of total variation based regularizers
2009 · J. Lellmann, F. Becker, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 53
A class of quasi-variational inequalities for adaptive image denoising and decomposition
2012 · Frank Lenzen, Florian Becker, et al. · Computational Optimization and Applications · 41
Sublabel–Accurate Relaxation of Nonconvex Energies
2016 · Thomas Mollenhoff, Emanuel Laude, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 39
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Higher-Order Total Directional Variation: Imaging Applications
2020 · Simone Parisotto, Jan Lellmann, et al. · SIAM Journal on Imaging Sciences · 37
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Shape from Specular Reflection and Optical Flow
2008 · J. Lellmann, J. Balzer, et al. · International Journal of Computer Vision · 32
Fast and Exact Primal-Dual Iterations for Variational Problems in Computer Vision
2010 · Jan Lellmann, Dirk Breitenreicher, et al. · Lecture notes in computer science · 27
Sublabel-Accurate Convex Relaxation of Vectorial Multilabel Energies
2016 · Emanuel Laude, Thomas Möllenhoff, et al. · Lecture notes in computer science · 23
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A Matrix-Free Approach to Parallel and Memory-Efficient Deformable Image Registration
2018 · Lars König, Jan Rühaak, et al. · SIAM Journal on Scientific Computing · 22
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Analysis and Application of a Nonlocal Hessian
2015 · Jan Lellmann, Konstantinos Papafitsoros, et al. · SIAM Journal on Imaging Sciences · 20
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Riemannian geometry for efficient analysis of protein dynamics data
2024 · Willem Diepeveen, Carlos Esteve-Yagüe, et al. · Proceedings of the National Academy of Sciences · 19
A graph cut approach to 3D tree delineation, using integrated airborne LiDAR and hyperspectral imagery
2017 · Lee, Juheon, Coomes, David, et al. · arXiv (Cornell University) · 17
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Discrete and Continuous Models for Partitioning Problems
2013 · Jan Lellmann, Björn Lellmann, et al. · International Journal of Computer Vision · 17
An Iterative Quantum Approach for Transformation Estimation from Point Sets
2022 · Natacha Kuete Meli, Florian Mannel, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 16
A multi‐contrast MRI approach to thalamus segmentation
2020 · Veronica Corona, Jan Lellmann, et al. · Human Brain Mapping · 16
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Adaptive Second-Order Total Variation: An Approach Aware of Slope Discontinuities
2013 · Frank Lenzen, Florian Becker, et al. · Lecture notes in computer science · 14
Convex Relaxations for a Generalized Chan-Vese Model
2013 · Egil Bae, Jan Lellmann, et al. · Lecture notes in computer science · 13
Optimality Bounds for a Variational Relaxation of the Image Partitioning Problem
2012 · Jan Lellmann, Frank Lenzen, et al. · Journal of Mathematical Imaging and Vision · 12
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Works count: 81
Citation count: 1,523
H-index: 18
I10-index: 26
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